File size: 2,527 Bytes
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"combined_peak_lr": 1.5e-05,
"development_cases": 300,
"fifth_trial": "Choose original starting checkpoint using matched repair trials 1/2 dev scores; allocate 10%-40% per domain using positive dev gains from first four. No chaining of experimental checkpoints.",
"final_lr_fraction": 0.1,
"legacy_dev_cases": 320,
"legacy_test_cases": 704,
"maximum_attempts": 5,
"new_objective_weight": 0.4,
"peak_lr": 2e-05,
"practical_success": "At least 5pp new heldout content correctness gain over EACH baseline with 97.5% paired scenario-bootstrap intervals above zero; preserve strict instruction compliance, domains and general benchmarks within predeclared tolerances.",
"preservation": "Both starting models and previous protected checkpoints remain immutable. Keep the highest-dev-ranked new candidate even if final results do not establish an improvement. Remove other new trial artifacts only after all final assessments complete.",
"public_tolerances": {
"chat_answer_cases": 2,
"chat_repetition_cases": 1,
"chat_stop_cases": 1,
"choice_mean_pp": 0.25,
"choice_per_task_pp": 1,
"ifeval_loose_pp": 0.5,
"ifeval_strict_pp": 0
},
"replay_kl_weight": 0.25,
"replay_objective_weight": 0.6,
"reserved_test_cases": 1000,
"seed": 2026110915,
"selected_new_conversations": 4096,
"selected_replay_conversations": 4096,
"selection": "Highest dev key with preservation guards; one finalist is frozen before reserved test or new public benchmark evaluation.",
"trials": [
{
"mixture": {
"abstention": 0.4,
"dialogue": 0.2,
"grounded": 0.4
},
"name": "Extraction and appropriate abstention",
"parent": "attempt5"
},
{
"mixture": {
"abstention": 0.4,
"dialogue": 0.2,
"grounded": 0.4
},
"name": "Matched repair from parent2000",
"parent": "parent2000"
},
{
"mixture": {
"abstention": 0.1,
"constraints": 0.65,
"dialogue": 0.15,
"grounded": 0.1
},
"name": "Practical combined instructions",
"parent": "attempt5"
},
{
"mixture": {
"abstention": 0.1,
"dialogue": 0.15,
"grounded": 0.15,
"reasoning": 0.6
},
"name": "Short checked reasoning",
"parent": "attempt5"
},
{
"mixture": null,
"name": "Development-selected combination",
"parent": null
}
],
"updates_per_attempt": 256,
"warmup_fraction": 0.1
}
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